Using probability distributions for real world problems in R

4.8
estrellas
13 calificaciones
ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Learn how to answer real world problems using the following probability distributions – Binomial, Poisson, Normal, Exponential and Chi-square

Learn how to visualize probability distributions of real world problems

Clock1.5 hours
BeginnerPrincipiante
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

By the end of this project, you will learn how to apply probability distributions to solve real world problems in R, a free, open-source program that you can download. You will learn how to answer real world problems using the following probability distributions – Binomial, Poisson, Normal, Exponential and Chi-square. You will also learn the various ways of visualizing these distributions of real world problems. By the end of this project, you will become confident in understanding commonly used probability distributions through solving practical problems and you will strengthen your core concepts of data distributions using R programming language. These distributions are widely used in day-to-day life of statisticians for hypothesis testing and drawing conclusions on a population from a small sample. Additionally, in the field of data science, statistical inferences use probability distribution of data to analyze or predict trend from data. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que desarrollarás

Probability DistributionR ProgrammingvisualizationReal World Problems

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Solve and visualize real world problems using Binomial distribution

  2. Solve and visualize real world problems using Poisson distribution

  3. Solve and visualize real world problems using Normal distribution

  4. Solve and visualize real world problems using Exponential distribution

  5. Solve and visualize real world problems using Chi-Square distribution

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

Preguntas Frecuentes

Preguntas Frecuentes

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